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What is explainX.ai?
Getting Started
Installation
Explainability Dashboard
Explainability Modules
DataFrame with Predictions
Model Metrics
Global Level Shapley Values
Partial Dependence Plot & Summary Plot
Model Performance Comparison (Cohort Analysis)
What-If Scenario Analysis
Starter Example
Tutorials
Predicting Risk with CatBoost
Analyzing Dashboard
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Global Level Shapley Values
This module calculates the Shapley value on your entire test dataset and returns a DataFrame which contains your dataset and Shapley values for each instance.
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explainx_modules.shap_df()
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